Man pages for fairmodels
Flexible Tool for Bias Detection, Visualization, and Mitigation
| adult | Adult dataset |
| adult_test | Adult test dataset |
| all_cutoffs | All cutoffs |
| calculate_group_fairness_metrics | Calculate fairness metrics in groups |
| ceteris_paribus_cutoff | Ceteris paribus cutoff |
| choose_metric | Choose metric |
| compas | Modified COMPAS dataset |
| confusion_matrx | Confusion matrix |
| disparate_impact_remover | Disparate impact remover |
| expand_fairness_object | Expand Fairness Object |
| fairness_check | Fairness check |
| fairness_check_regression | Fairness check regression |
| fairness_heatmap | Fairness heatmap |
| fairness_pca | Fairness PCA |
| fairness_radar | Fairness radar |
| german | Modified German Credit data dataset |
| group_matrices | Group confusion matrices |
| group_metric | Group metric |
| group_model_performance | Group model performance |
| metric_scores | Metric scores |
| performance_and_fairness | Performance and fairness |
| plot_all_cutoffs | Plot all cutoffs |
| plot_ceteris_paribus_cutoff | Ceteris paribus cutoff plot |
| plot_chosen_metric | Plot chosen metric |
| plot_density | Plot fairness object |
| plot_fairmodels | Plot fairmodels |
| plot_fairness_heatmap | Plot Heatmap |
| plot_fairness_object | Plot fairness object |
| plot_fairness_pca | Plot fairness PCA |
| plot_fairness_radar | Plot fairness radar |
| plot_fairness_regression_object | Plot fairness regression object |
| plot_group_metric | Plot group metric |
| plot_metric_scores | Plot metric scores |
| plot_performance_and_fairness | Plot fairness and performance |
| plot_stacked_barplot | Stack metrics |
| plot_stacked_metrics | Plot stacked Metrics |
| pre_process_data | Pre-process data |
| print_all_cutoffs | Print all cutoffs |
| print_ceteris_paribus_cutoff | Print ceteris paribus cutoff |
| print_chosen_metric | Print chosen metric |
| print_fairness_heatmap | Print fairness heatmap |
| print_fairness_object | Print Fairness Object |
| print_fairness_pca | Print fairness PCA |
| print_fairness_radar | Print fairness radar |
| print_fairness_regression_object | Print Fairness Regression Object |
| print_group_metric | Print group metric |
| print_metric_scores | Print metric scores data |
| print_performance_and_fairness | Print performance and fairness |
| print_stacked_metrics | Print stacked metrics |
| regression_metrics | Regression metrics |
| resample | Resample |
| reweight | Reweight |
| roc_pivot | Reject Option based Classification pivot |
